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通用信息

地点:Offsite - Canada ON, Ontario, Canada 
角色 ID
210649
工作人员类型
Regular Employee
工作室/部门
CT - Data & Insights
弹性工作安排
Remote

描述和要求

Electronic Arts 打造更高层次的娱乐体验,激励世界各地的玩家和粉丝。在这里,每个人都是故事的主角。活跃社群,畅联全球。这里充满创造力,鼓励新观点,注重好创意。这是一支人人都能让游戏成为现实的团队。

Electronic Arts Inc. is a leading global interactive entertainment software company. EA delivers games, content and online services for Internet-connected consoles, personal computers, mobile phones and tablets. EA's Data & Analytics (DnA) team is accelerating our game developer's need for advanced data knowledge and toolsets.

We are hiring a Lead Data Scientist - Mobile to join the LCM Insights team, reporting to a Sr Manager. The Data Science team partners with all of EA's game studios to offer data science products and solutions. For this Lead Data Scientist role we are looking for applied and practical AI/ML expertise with a focus on Mobile Games.

You will bring expertise in the area of AI, ML, and engineering, to create best practices for EA's mobile gaming titles and lead efforts related to life cycle management, economics, and player experience across all of our mobile titles.

Responsibilities

  • Work directly with mobile game teams/partners (internal clients) to understand their offerings/domain and create data science products and solutions to solve for their use cases.

  • Focus on problem-driven approaches, applying pragmatic solutions to game team opportunities and decisions.

  • Develop plans to generalize products across titles with our engineering partners.

  • Review mobile projects, providing guidance and being accountable for the success of the project or products produced.

  • Communicate data science projects and products to partners.

  • Ensure your methodology and experimental design and how experiments can produce relevant conclusions.

  • Engage with other Data Scientists, sharing best practices and help consult on cross-projects.

  • Design, improve and work with our data pipeline that transfers and processes petabytes of data using tools, such as: AWS, S3, Kubernetes, GCP, Python, Apache Kafka, Ruby & Hive.

  • Use your statistical and computational knowledge to build algorithms for calculating variances, state predictions, and find trends.

Required Qualifications

  • Masters degree in Statistics, Mathematics, Computer Science or another quantitative field encouraged.

  • 6+ years of professional experience manipulating data sets, building statistical models and productizing models along with experience applying Data Science methodologies to real-world problems.

  • Expertise in the mobile gaming space, understanding typical business models, game development practices and technology.

  • Experience building applied models, systems or projects in the following areas: retention, economics/systems experiments, ad segmentation, ML/AI engineering and deployment technology.

  • Experienced in analyzing extremely complex, multi-dimensional data sets with a variety of tools.

  • Familiarity with at least one scripting language: Python is used, but R/Scala possible.

  • History of mentoring junior team members.

  • Knowledgeable about data warehouse and non-relational data techniques to work with engineering partners (Snowflake, Redshift, or Spark).

  • Experience using query languages and other analytic tools.

  • Experience with version control systems like GitHub / GitLab and developing Git branching approaches.

  • Interest in games a big plus.

This is a hybrid remote/in-office role.



Electronic Arts
我们拥有全面的游戏组合和丰富的体验,在世界各地设有分支机构,而且在整个 EA 提供大量机会。我们非常重视适应能力、韧性、创造力和好奇心。我们提供领导岗位让您发挥潜力,为学习和尝试提供空间,赋能您出色地完成工作并寻求成长的机会。

我们对福利计划采用整体方法,强调身体、情感、财务、职业和社区健康,以支持平衡的生活。我们的套餐专为满足当地需求而量身定做,可能包括医疗保险、心理健康支持、退休储蓄、带薪休假、家事休假、免费游戏等。我们营造和谐的环境,让各个团队始终都能尽展所能。

Electronic Arts 是一个注重机会平等的雇主。在聘用员工时不会考虑其种族、肤色、国籍、血统、生理性别、社会性别、性别认同或表达、性取向、年龄、遗传信息、宗教、身心障碍、医疗状况、怀孕状况、婚姻状况、家庭状况或兵役状况,或任何受法律保护的其他特征。我们也会遵守相关法律,考虑招聘有过犯罪记录的合格应聘者。EA 还会根据适用法律的要求,为合资格的残障人士提供工作场所的便利。